Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "100"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 100 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 209 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 204 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 100, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.972193 10.763203 58.233249 72.152653 21.850114 27.861390 34.150580 32.066046 0.0476 0.0558 0.0064 1.336260 1.338946
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.050648 18.543288 67.813216 75.345104 30.126942 36.148800 20.592957 11.066914 0.0451 0.0509 0.0055 1.321207 1.306161
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 2.299859 1.423840 1.107979 1.757048 4.178948 1.186231 2.662208 0.586502 0.0935 0.0925 0.0132 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.810655 20.857027 84.197426 91.413343 26.803352 31.990034 11.364784 1.960202 0.0398 0.0457 0.0055 1.343346 1.331245
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 32.925406 23.292805 78.030085 85.149244 27.815347 33.534410 16.514894 4.508526 0.0479 0.0528 0.0051 1.389686 1.367724
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.398398 21.166697 72.671153 78.912551 16.735791 21.262257 21.951426 16.399650 0.0472 0.0517 0.0044 1.316886 1.322073
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.349540 16.925865 82.235805 92.352581 22.828022 24.713738 21.378614 13.512667 0.0467 0.0521 0.0047 1.305197 1.296824
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 28.629666 21.822793 112.461037 123.221397 -1.596167 7.751509 -4.675000 11.633981 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.463154 19.468342 26.914838 28.795913 9.512502 10.894332 17.697736 5.561465 0.0469 0.0522 0.0057 1.332024 1.343434
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.577996 25.818692 5.754545 7.287630 9.325652 10.241183 6.206396 3.865807 0.0677 0.0615 0.0102 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.727314 26.719541 92.173765 99.219968 16.207119 18.237280 41.524487 39.397922 0.0427 0.0467 0.0037 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.771429 18.657178 28.679614 30.819280 19.207868 22.716739 0.235382 0.410866 0.0436 0.0489 0.0062 0.000000 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.300831 15.872607 27.195973 29.412170 23.228996 27.702860 0.295559 0.383410 0.0410 0.0458 0.0058 1.265284 1.313616
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.288381 22.695853 29.925932 31.551952 17.944838 22.016468 0.566253 0.427207 0.0450 0.0503 0.0073 1.267132 1.299150
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.785405 16.992615 29.948964 32.302554 19.897750 22.930856 0.092958 0.216356 0.0473 0.0518 0.0066 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.251163 16.677379 35.841300 38.617375 22.705717 26.522920 1.601577 1.550030 0.0435 0.0479 0.0062 1.269089 1.353352
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.045521 1.691304 0.224991 0.134834 -0.363664 -0.637308 1.492738 1.736508 0.0938 0.0520 0.0121 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.962974 21.263213 29.291827 30.966443 20.216065 24.426425 0.413460 0.432220 0.0442 0.0467 0.0052 1.246835 1.244399
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.866738 16.865438 23.295814 24.901333 18.412307 21.231309 1.136118 1.181609 0.0432 0.0478 0.0064 1.287546 1.323928
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.368455 17.321486 21.897568 23.557784 15.448823 16.656548 7.229342 6.342900 0.0464 0.0514 0.0058 1.321065 1.356726
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.521255 15.751187 22.131294 23.662502 20.289987 23.897531 1.333873 0.767310 0.0425 0.0462 0.0058 1.272475 1.304550
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.905139 16.341190 36.115443 38.731825 23.734139 27.442312 1.139816 1.553681 0.0404 0.0451 0.0059 1.307574 1.405399
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.856019 16.363367 21.054720 22.626124 15.184009 17.196606 2.550022 2.654632 0.0454 0.0491 0.0064 1.284451 1.310776
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.539496 1.386301 0.089538 0.042245 0.764713 -0.845904 1.473326 1.674126 0.0946 0.0686 0.0137 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.164512 26.734012 23.181784 24.803864 1.262642 1.710208 5.540036 5.186952 0.0637 0.0708 0.0098 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.206606 18.889461 27.920937 29.511342 10.784723 10.993257 8.295883 9.086952 0.0484 0.0554 0.0080 1.287966 1.319561
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.894017 -0.894017 -0.869152 -0.869152 0.484019 0.484019 0.010794 0.010794 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.173863 15.124005 29.268093 31.296084 2.066028 2.062451 1.149537 0.884172 0.0448 0.0485 0.0051 1.276217 1.277935
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.223931 16.978852 55.974470 59.744645 18.815741 21.515873 2.476792 1.907280 0.0455 0.0492 0.0041 1.358611 1.413971
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.865732 10.351748 14.382626 15.395324 2.225497 2.510013 0.740933 0.744350 0.0435 0.0476 0.0062 1.253668 1.274220
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.051167 10.828965 14.440498 15.382857 2.647215 2.815311 1.203121 1.226277 0.0452 0.0505 0.0067 1.254813 1.277573
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.375782 9.793551 14.067283 14.829494 2.107917 2.600682 0.752910 0.634513 0.0423 0.0463 0.0058 1.257484 1.283883
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.662564 12.610946 16.196061 17.109191 2.417446 3.029795 0.983356 1.044278 0.0457 0.0509 0.0062 1.249533 1.260469
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.096365 16.463161 30.316936 32.716008 20.965991 22.555840 1.294904 1.514403 0.0437 0.0478 0.0054 1.272297 1.290503
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0725 0.0367 0.0028 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.077712 16.779501 32.738713 35.383243 18.754828 20.447957 2.879175 3.324831 0.0467 0.0502 0.0055 1.301961 1.332951
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0429 0.0482 0.0069 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0475 0.0528 0.0066 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.370798 21.042394 41.892900 44.407496 28.800987 31.652148 3.310951 3.027857 0.0406 0.0452 0.0058 1.273874 1.274817
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.388864 9.891400 17.904177 18.935530 2.931634 3.794611 1.140947 1.094967 0.0442 0.0487 0.0064 1.255417 1.276509
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.1033 0.0842 0.0061 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.765220 15.023150 31.454512 33.482132 20.093914 22.072409 1.272519 1.141552 0.0435 0.0470 0.0052 1.307276 1.331128
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.839601 22.712559 67.746077 71.602854 1.121676 1.959788 1.705781 1.382626 0.0441 0.0465 0.0036 1.259434 1.258848
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.095075 11.160471 32.202488 34.188756 169.503984 184.449235 15.934607 12.945848 0.0461 0.0499 0.0060 1.325163 1.314371
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.320042 14.997312 14.281687 15.534680 4.380159 5.413425 0.712811 0.870692 0.0437 0.0480 0.0064 1.262657 1.279749
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.496216 24.502495 54.336683 57.631535 29.045405 31.288470 2.642344 2.134212 0.0383 0.0426 0.0054 1.266592 1.351941
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.583727 12.138146 13.318221 14.264887 2.835924 6.019330 0.187461 0.426283 0.0478 0.0518 0.0053 1.248936 1.273950
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.265780 12.042600 12.354185 13.170002 2.689822 4.421203 0.138640 0.054949 0.0391 0.0444 0.0057 1.232557 1.264368
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.681508 17.984814 30.930765 33.076977 17.793930 20.454295 1.301430 1.604548 0.0406 0.0439 0.0046 1.265389 1.283019
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.124285 21.079523 41.708669 44.883188 22.184850 25.533944 0.791984 0.914630 0.0406 0.0442 0.0049 1.272160 1.307242
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.114700 10.520969 12.512031 13.329146 3.323488 4.206876 0.593075 0.456159 0.0492 0.0500 0.0042 1.303885 1.324481
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.982153 25.515130 47.613714 50.572595 41.310864 35.826200 0.178028 0.547018 0.0443 0.0605 0.0154 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 25.245860 21.189522 42.796413 44.911218 19.012874 30.898615 1.646074 1.405771 nan nan nan 1.660424 1.698517
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.982070 21.915750 44.823393 48.435061 11.092454 23.780871 1.421919 1.736275 0.0460 0.0476 0.0034 1.338915 1.349269
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.585224 1.962136 1.310837 0.039793 13.383988 1.457384 58.382297 1.648913 0.0989 0.0736 0.0211 nan nan
2459508 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.183330 28.410953 -0.383860 47.848485 0.203428 15.963120 0.746051 14.749084 0.9197 0.0781 0.5934 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.187661 29.185542 4.228809 45.624299 2.842736 9.091970 54.144218 2.014300 0.8753 0.0565 0.6210 11.519600 1.215235
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.452968 27.983701 0.010886 75.103743 -0.449160 33.552411 13.664515 3.131368 0.8762 0.1056 0.6969 0.000000 0.000000
2459501 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.401735 20.121633 -0.785748 51.649629 -0.268521 22.715735 4.552714 0.919976 0.8589 0.1118 0.2534 0.000000 0.000000
2459500 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.069714 22.762046 -1.184862 62.675295 -0.172207 22.533505 4.495117 1.065300 0.8642 0.1295 0.2249 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 19.35% 0.00% 100.00% 0.00% 0.633456 24.943103 0.050433 77.356547 -0.301172 22.210942 1.723876 11.269249 0.8888 0.4222 0.2867 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.314356 20.518405 -0.804840 71.574299 -0.236786 18.833472 1.931696 4.140345 0.8740 0.1327 0.2232 0.000000 0.000000
2459497 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.899662 24.099177 0.632578 77.289338 0.594706 23.323187 7.687460 3.928395 0.9057 0.1544 0.1530 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.938508 24.942616 0.059009 70.333426 -0.326920 21.476097 7.499179 2.495721 0.0726 0.0760 0.0150 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.573257 19.759440 -0.155300 65.498551 -0.341161 18.818123 2.932440 2.615190 0.0665 0.0760 0.0146 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.130928 21.421766 0.222373 69.966012 -0.607074 21.692534 -0.147762 5.409455 0.0653 0.0717 0.0155 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.489191 24.360575 -1.180975 51.426310 -0.376330 27.973405 2.747997 6.454166 0.0719 0.0610 0.0322 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.765593 23.738205 -0.532435 56.451378 -0.023797 41.915503 2.592329 12.488133 0.0648 0.0690 0.0294 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.635316 28.028617 -0.490763 58.428702 -0.307963 25.634363 1.326075 6.834156 0.0669 0.0603 0.0331 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.289961 23.764444 -0.772042 53.224738 2.125845 27.303466 7.600128 8.425685 0.0727 0.0637 0.0339 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.473684 22.838111 -0.478170 44.319658 -0.103895 29.884558 1.972412 10.709354 0.0685 0.0596 0.0350 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 100: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 71.286708 23.786664 29.107984 67.140315 71.286708 37.933066 28.767494 26.252046 22.666631

Antenna 100: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 34.608305 19.682606 21.931616 32.385164 34.608305 11.024878 8.197085 6.165301 5.468881

Antenna 100: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 29.736977 16.561462 18.207855 27.629548 29.736977 8.637566 5.883863 6.494226 6.382225

Antenna 100: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 37.129069 24.317706 21.593129 37.129069 34.608309 7.125456 9.775153 7.063788 7.906860

Antenna 100: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 84.762421 23.821139 27.330069 79.994221 84.762421 25.978245 19.277090 9.341771 7.655384

Antenna 100: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 86.950322 27.730129 29.715317 82.191537 86.950322 27.866401 25.913456 7.353978 6.230735

Antenna 100: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 36.684551 19.728083 22.622625 34.263193 36.684551 7.226433 5.036101 8.950854 8.186166

Antenna 100: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 46.744309 17.975679 20.837130 43.636802 46.744309 11.200496 8.763201 9.493222 8.182183

Antenna 100: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 14.438130 14.438130 14.081807 2.818980 3.988371 0.433110 0.627644 7.725343 10.081438

Antenna 100: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 31.986100 21.257695 17.922427 31.986100 29.719023 5.989907 7.340645 7.747024 8.621441

Antenna 100: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 15.241840 15.192506 15.241840 3.142292 4.531574 0.766188 0.833804 10.826863 11.934054

Antenna 100: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 130.174028 24.093285 26.010747 122.985610 130.174028 27.319023 25.073727 13.699692 12.316928

Antenna 100: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 17.028663 17.028663 16.487899 4.740327 6.324679 0.827333 1.939115 6.102842 6.801402

Antenna 100: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 33.657050 31.548466 33.657050 7.721475 5.924100 3.503943 3.801044 8.181902 7.786537

Antenna 100: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 18.995766 18.995766 18.919602 6.289530 9.214570 2.951669 1.351220 10.867053 11.503702

Antenna 100: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 101.181449 20.152552 24.203871 94.092614 101.181449 25.680078 23.006048 12.711353 11.588084

Antenna 100: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 39.030831 16.191002 15.193920 39.030831 36.376562 7.342256 8.263000 7.376936 8.145157

Antenna 100: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 15.380505 15.023552 15.380505 3.857032 2.558521 0.684496 1.306466 6.094247 5.524933

Antenna 100: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 14.144863 13.616456 14.144863 3.811333 2.602693 0.375633 0.357127 6.139126 5.890985

Antenna 100: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 18.640416 18.198669 18.640416 4.574582 2.970917 0.370863 0.135068 8.152345 6.497144

Antenna 100: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 13.030285 12.579931 13.030285 4.364651 3.068464 0.697963 0.423993 4.458306 3.844643

Antenna 100: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 9.635725 9.410770 9.635725 2.972483 2.154407 0.805434 0.636685 8.414120 7.145912

Antenna 100: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 13.538617 13.538617 13.402162 3.869400 2.738442 2.264185 2.652697 9.526344 7.542031

Antenna 100: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 11.154497 11.020979 11.154497 3.300258 2.260596 1.550281 1.672710 4.973589 4.049535

Antenna 100: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 106.796994 33.165824 34.455185 101.289903 106.796994 22.869303 20.975091 19.203982 17.792335

Antenna 100: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 9.744623 9.744623 9.421019 2.862959 3.919953 1.118792 1.057774 2.347147 2.851624

Antenna 100: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 10.793901 10.757122 10.793901 3.141865 2.144835 1.452045 1.141227 6.000022 5.383769

Antenna 100: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 12.281968 12.174754 12.281968 3.067066 4.596312 2.137306 2.682534 8.638520 9.264430

Antenna 100: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 11.917453 11.827904 11.917453 2.247930 3.398278 1.846084 1.424258 6.450789 6.923117

Antenna 100: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 10.714934 10.714934 10.494262 1.518669 2.346925 6.310165 2.331947 7.536983 8.317084

Antenna 100: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 13.786607 13.651720 13.786607 3.918861 2.773550 1.130328 1.148693 7.518861 6.489584

Antenna 100: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Temporal Discontinuties 183.750054 22.184412 22.717484 149.698565 143.032661 60.335099 60.205289 171.141857 183.750054

Antenna 100: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape 3.015177 2.698888 3.015177 1.424069 0.880732 0.442333 0.596922 2.812090 2.274435

Antenna 100: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Temporal Discontinuties 3.224473 2.310060 2.607591 0.744111 0.289639 1.554842 2.455687 3.224473 3.148293

Antenna 100: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 107.198643 23.293662 25.373667 100.683940 107.198643 27.127226 24.759044 24.954066 22.907055

Antenna 100: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Temporal Discontinuties 1.944406 -0.208311 -0.004737 0.938941 0.764176 0.473231 0.583598 1.560707 1.944406

Antenna 100: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Temporal Discontinuties 2.740437 1.838922 2.075210 1.097310 0.706258 0.953643 1.110256 2.740437 2.664572

Antenna 100: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 11.491042 11.491042 11.454061 5.405506 3.843616 2.474731 2.792388 7.807647 7.291481

Antenna 100: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 10.018544 10.018544 9.998363 7.715073 5.544605 1.927350 2.939321 3.352449 2.216635

Antenna 100: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 60.572306 21.275913 25.754202 55.849313 60.572306 8.973587 12.049523 8.361865 7.151737

Antenna 100: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 31.503624 24.940376 21.735844 31.503624 29.049895 11.589166 8.386333 5.473147 6.854961

Antenna 100: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Shape 0.000000 0.000000 0.000000 -0.075204 -0.075204 -0.239788 -0.239788 -0.205337 -0.205337

Antenna 100: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance ee Shape -0.674491 -0.674491 -0.674491 -0.674491 -0.674491 -0.831236 -0.831236 -0.739909 -0.739909

Antenna 100: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 N07 RF_maintenance nn Power 68.311515 29.441804 25.994005 68.311515 64.272174 18.601377 19.669047 7.128310 8.360033

Antenna 100: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 66.651279 20.003528 20.952734 61.882038 66.651279 22.004382 15.519247 21.655343 18.896132

Antenna 100: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 34.400513 19.159179 17.156638 31.799379 34.400513 8.296711 8.051999 8.989784 10.455428

Antenna 100: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 60.105251 19.320475 22.163171 54.840810 60.105251 10.057956 8.349223 10.911591 9.890299

Antenna 100: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 48.937333 21.361279 26.025881 45.640870 48.937333 23.615510 26.101915 8.838484 8.209770

Antenna 100: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 100: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 59.523757 16.441053 16.030638 59.523757 55.861962 4.783726 3.198682 13.404666 11.811509

Antenna 100: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 42.584240 20.127445 17.914205 42.584240 39.766318 10.019910 12.271375 0.813895 0.919880

Antenna 100: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 41.612109 22.397966 21.989108 41.612109 38.988951 9.854707 12.675065 1.529474 1.533012

Antenna 100: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 55.017390 20.674454 22.364193 51.406676 55.017390 8.089052 6.483219 1.601223 1.440452

Antenna 100: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 65.845465 25.753763 22.924128 65.845465 61.078517 18.215203 17.765169 5.696181 6.468419

Antenna 100: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 54.793835 21.271028 23.576057 50.938869 54.793835 24.824607 22.432524 5.581605 5.338432

Antenna 100: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 56.934012 25.451578 22.870800 56.934012 52.752707 15.178574 16.295380 4.389878 5.134930

Antenna 100: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 54.576428 21.576036 20.422388 54.576428 50.264570 10.036080 11.695017 1.514342 1.999342

Antenna 100: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 55.544697 26.641774 25.771816 55.544697 51.670981 36.114689 32.692872 8.949148 10.281455

Antenna 100: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 100: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 75.820787 22.314383 23.611102 70.491854 75.820787 32.095054 31.677403 34.075367 29.761143

Antenna 100: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 59.233884 21.918013 24.946999 55.052825 59.233884 15.302218 18.269224 12.901757 12.528478

Antenna 100: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Power 23.487087 4.384599 1.797829 23.487087 19.139702 6.391718 5.477303 4.210845 3.087570

Antenna 100: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 114.977236 30.191480 26.164266 114.977236 107.734110 53.591427 53.646184 10.502457 10.871360

Antenna 100: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Shape 12.771585 12.371286 12.771585 2.517726 4.510368 1.519268 2.077871 8.305730 8.841516

Antenna 100: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 88.124884 24.436803 20.930274 88.124884 82.245796 28.227244 28.110567 15.118544 17.868851

Antenna 100: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 75.121767 18.190721 21.078223 69.278818 75.121767 32.220277 31.672106 8.943793 6.562925

Antenna 100: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 62.876768 24.070883 20.834094 62.876768 58.196644 32.177849 32.177905 11.598019 12.608051

Antenna 100: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 54.084601 24.368352 21.323314 54.084601 50.403038 22.214241 21.873053 12.893557 14.302353

Antenna 100: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 69.226665 26.819674 23.580932 69.226665 64.154530 29.459435 29.070746 10.711516 17.737829

Antenna 100: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 51.067576 26.940151 23.579222 51.067576 46.927743 28.559992 28.093557 10.192752 11.549597

Antenna 100: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Shape 15.178038 14.597183 15.178038 2.881945 5.261907 1.640224 1.987146 6.454937 6.740219

Antenna 100: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 56.193387 27.704365 23.662515 56.193387 52.418931 29.122028 28.143246 3.559687 4.123651

Antenna 100: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 73.167778 30.020448 34.360275 67.712802 73.167778 28.978284 29.643965 6.035715 5.173955

Antenna 100: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 79.514815 34.731129 37.314330 74.365650 79.514815 12.732336 13.090142 18.561974 17.863911

Antenna 100: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 69.289095 29.581426 30.523237 69.289095 64.730839 24.186231 25.177926 21.707761 21.411175

Antenna 100: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 54.817751 21.508870 24.350262 50.198091 54.817751 28.174041 28.845210 11.011171 8.631708

Antenna 100: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 100: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Temporal Variability 31035.030815 1.627174 1.627174 1031.524714 1031.524714 31035.030815 31035.030815 6.377260 6.377260

Antenna 100: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 67.684540 18.721597 23.566651 61.231239 67.684540 25.794903 30.173074 6.495829 7.021378

Antenna 100: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 100: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 82.995349 19.230254 24.273728 74.736775 82.995349 26.663762 32.627271 5.634873 5.858562

Antenna 100: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 67.896805 20.549306 26.966579 61.330921 67.896805 25.363587 31.902231 3.154308 3.599870

Antenna 100: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 67.449878 16.673075 21.391469 61.223480 67.449878 23.276592 28.524058 4.093933 4.903322

Antenna 100: 2459638

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 70.336031 14.847465 15.676882 63.416899 70.336031 23.240808 30.506099 11.153483 16.387344

Antenna 100: 2459637

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 76.943022 18.650176 22.791613 69.393183 76.943022 27.304520 34.239223 4.041582 4.478141

Antenna 100: 2459636

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 77.980990 18.590947 23.097109 70.892821 77.980990 20.624767 26.789736 0.843789 1.341682

Antenna 100: 2459635

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 71.511353 24.818746 20.177988 71.511353 64.121284 35.458625 28.243449 2.098623 2.116914

Antenna 100: 2459634

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance ee Temporal Variability -0.673817 -0.675360 -0.675360 -0.675016 -0.675016 -0.673817 -0.673817 -0.673866 -0.673866

Antenna 100: 2459633

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
100 7 RF_maintenance nn Power 84.047201 20.151752 23.261322 77.472857 84.047201 33.440378 38.926458 4.624451 4.369313